Escape from Model Land: How Mathematical Models Can Lead Us Astray and What We Can Do about It

Why mathematical models are so often wrong, and how we can make better decisions by accepting their limits

Whether we are worried about the spread of COVID-19 or making a corporate budget, we depend on mathematical models to help us understand the world around us every day. But models aren't a mirror of reality. In fact, they are fantasies, where everything works out perfectly, every time. And relying on them too heavily can hurt us.

In Escape from Model Land, statistician Erica Thompson illuminates the hidden dangers of models. She demonstrates how models reflect the biases, perspectives, and expectations of their creators. Thompson shows us why understanding the limits of models is vital to using them well. A deeper meditation on the role of mathematics, this is an essential book for helping us avoid either confusing the map with the territory or throwing away the map completely, instead pointing to more nuanced ways to Escape from Model Land.

Author: Erica Thompson
Binding Type: Hardcover
Publisher: Basic Books
Published: 12/06/2022
Pages: 256
Weight: 0.97lbs
Size: 9.49h x 6.29w x 0.93d
ISBN: 9781541600980